Other products from Matillion
AI Visibility
measured17/100
Emerging · in ETL & Data Integration
measured from this brand's audit prompts
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
10
across 113 prompts
AI Share of Voice
0%
across 95 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in ETL & Data Integration
Composite = 50% coverage + 30% engine breadth + 20% position, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Per-stage performance
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Categories Matillion is visible in
1Executive summary
Matillion is strongly positioned to be cited for evaluation-stage queries because it has substantial G2 review volume (83 reviews, 4.4/5) and meaningful secondary signals like TrustRadius (237 reviews). The single highest-ROI fix is to strengthen first-party evaluation surfaces (especially SoftwareApplication/FAQPage structured data and crawlable comparison/pricing blocks) so AI engines can cite Matillion directly for “Matillion vs X” and “Matillion pricing” queries rather than relying on third-party review pages.
Based on audit of matillion.com · Apr 2, 2026